Digital twins of the mooring line tension for floating offshore wind turbines to improve monitoring, lifespan, and safety J Walker, A Coraddu, M Collu, L Oneto Journal of Ocean Engineering and Marine Energy, 1-16, 2022 | 28 | 2022 |
Floating offshore wind turbine mooring line sections health status nowcasting: From supervised shallow to weakly supervised deep learning A Coraddu, L Oneto, J Walker, K Patryniak, A Prothero, M Collu Mechanical Systems and Signal Processing 216, 111446, 2024 | 5 | 2024 |
Data science and advanced analytics for shipping energy systems A Coraddu, M Kalikatzarakis, J Walker, D Ilardi, L Oneto Sustainable Energy Systems on Ships, 303-349, 2022 | 5 | 2022 |
Digital twin of the mooring line tension for floating offshore wind turbines J Walker, A Coraddu, L Oneto, S Kilbourn OCEANS 2021: San Diego–Porto, 1-7, 2021 | 4 | 2021 |
Data-driven models for Yacht Hull resistance optimization: Exploring geometric parameters beyond the boundaries of the delft systematic Yacht Hull series JM Walker, A Coraddu, L Oneto IEEE Access, 2024 | 2 | 2024 |
A review on shape optimization of hulls and airfoils leveraging Computational Fluid Dynamics Data-Driven Surrogate models JM Walker, A Coraddu, L Oneto Ocean Engineering 312, 119263, 2024 | 1 | 2024 |
Shallow and Deep Learning Models for Vessel Motions Forecasting during Adverse Weather Conditions JM Walker, A Coraddu, S Savio, L Oneto Modelling and Optimisation of Ship Energy Systems 2023, 2023 | 1 | 2023 |
Artificial Intelligence Based Short-Term Motions Forecasting for Autonomous Marine Vehicles Control J Walker, A Coraddu, V Garofano, L Oneto Conference Proceedings of iSCSS 2022, 2022 | 1 | 2022 |
Power Demand Forecasting for a Hybrid Marine Energy System with Shallow and Deep Learning JM Walker, A Coraddu, L Oneto OCEANS 2024-Singapore, 1-8, 2024 | | 2024 |